The following list shows the weekly papers/topics that we will discuss.
Spring 2022
2021 Papers
Meeting date/time |
Meeting location |
Paper/Topic |
Slides |
Tuesday 02/11/2021, 1pm |
Class room 4 & 5 |
A review for common CNN architectures |
View/Download |
Tuesday 12/10/2021, 1pm |
Class room 4 & 5 |
Improving Language Understanding by Generative Pre-Training |
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Tuesday 05/10/2021, 1pm |
Class room 4 & 5 |
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation |
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Tuesday 28/09/2021, 1pm |
Class room 4 & 5 |
Classification of Cancer Types Using Graph Convolutional Neural Networks |
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Tuesday 21/09/2021, 1pm |
Class room 4 & 5 |
Glioblastoma Image Analysis using CNNS to Accurately Classify Gene Methylation and Predict Drug Effectiveness |
View/Download |
Tuesday 14/09/2021, 1pm |
Class room 4 & 5 |
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications |
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Tuesday 07/09/2021, 1pm |
Class room 4 & 5 |
Distilling the Knowledge in a Neural Network |
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Tuesday 31/08/2021, 1pm |
Class room 4 |
Retinal Image Classification by Self-Supervised Fuzzy Clustering Network |
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Tuesday 24/08/2021, 1pm |
Class room 4 |
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks |
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Tuesday 13/07/2021, 10am |
Class room 4 |
Emerging Properties in Self-Supervised Vision Transformers |
View/Download |
Tuesday 06/07/2021, 1pm |
Class room 4 |
Dynamic Routing Between Capsules |
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Tuesday 29/06/2021, 1pm |
Class room 4 |
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations |
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Tuesday 22/06/2021, 1pm |
Class room 4 |
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding |
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Wednesday 16/06/2021, 2pm |
Class room 4 |
Non-deep learning: Semantic Texton Forests for Image Categorization and Segmentation |
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Tuesday 08/06/2021, 1pm |
Class room 4 |
an Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
View/Download |
Tuesday 01/06/2021, 2pm |
Class room 4 |
Attention Is All You Need |
View/Download |
Tuesday 25/05/2021, 1pm |
Class room 4 |
Video-based AI for beat-to-beat assessment of cardiac function |
View/Download |
Tuesday 04/05/2021, 1pm |
Class room 4 |
Momentum Contrast for Unsupervised Visual Representation Learning |
View/Download |
Tuesday 20/04/2021, 1pm |
Class room 4 |
A Simple Framework for Contrastive Learning of Visual Representations |
View/Download |
Tuesday 13/04/2021, 1pm |
Class room 4 |
General Discussion |
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Tuesday 06/04/2021, 1pm |
Class room 4 |
Visualizing and Understanding Convolutional Networks |
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Tuesday 23/3/2021, 1pm |
Class room 4 |
ResNet: Deep Residual Learning for Image Recognition |
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Tuesday 16/3/2021, 1pm |
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U-Net: Convolutional Networks for Biomedical Image Segmentation |
View/Download |
Tuesday 2/3/2021, 1pm |
Class room 4 |
Technical tips for management of research |
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Tuesday 23/2/2021, 1pm |
Class room 4 |
VGG16&19: Very Deep Convolutional Networks for Large-Scale Image Recognition |
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Tuesday 16/2/2021, 1pm |
Class room 4 |
ImageNet Classification with Deep Convolutional Neural Networks |
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